10 citations · 24 across the 6 of their papers we have counts for
6 papers · 1 filter
Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization
Evelina Bakhturina, Yang Zhang, Boris Ginsburg
Text normalization (TN) systems in production are largely rule-based using weighted finite-state transducers (WFST). However, WFST-based systems struggle with ambiguous input when…
A Unified Transformer-based Framework for Duplex Text Normalization
Tuan Manh Lai, Yang Zhang, Evelina Bakhturina +2
Text normalization (TN) and inverse text normalization (ITN) are essential preprocessing and postprocessing steps for text-to-speech synthesis and automatic speech recognition, res…
SGD-QA: Fast Schema-Guided Dialogue State Tracking for Unseen Services
Yang Zhang, Vahid Noroozi, Evelina Bakhturina +1
Dialogue state tracking is an essential part of goal-oriented dialogue systems, while most of these state tracking models often fail to handle unseen services. In this paper, we pr…
NeMo Inverse Text Normalization: From Development To Production
Yang Zhang, Evelina Bakhturina, Kyle Gorman +1
Inverse text normalization (ITN) converts spoken-domain automatic speech recognition (ASR) output into written-domain text to improve the readability of the ASR output. Many state-…
BioMegatron: Larger Biomedical Domain Language Model
Hoo-Chang Shin, Yang Zhang, Evelina Bakhturina +4
There has been an influx of biomedical domain-specific language models, showing language models pre-trained on biomedical text perform better on biomedical domain benchmarks than t…
Sentiment Classification using Images and Label Embeddings
Laura Graesser, Abhinav Gupta, Lakshay Sharma +1
In this project we analysed how much semantic information images carry, and how much value image data can add to sentiment analysis of the text associated with the images. To bette…